Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering • Vol 233 • No 10
A Big Data implementation of the MANTIS reference architecture for predictive maintenance
March 2019 • Félix Larrinaga, Javier Fernandez-Anakabe, Ekhi Zugasti, Iñaki Garitano, Urko Zurutuza, Jon Olaizola, Mikel Anasagasti, Mikel Mondragon
This article presents the implementation of a reference architecture for cyber-physical systems to support condition-based maintenance of industrial assets. It also focuses on describing the data analysis approach to manage predictive maintenance of clutch-brake assets fleet over the previously defined MANTIS reference architecture. Proposals for both the architecture and data analysis implementation support working on Big Data scenarios, due to the usage of related technologies, such as Hadoop Distributed File Sy…